Difference between revisions of "Life Sciences"
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* [[Google DeepMind AlphaFold]] - Protein Folding | * [[Google DeepMind AlphaFold]] - Protein Folding | ||
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| + | Scanning probe microscopy (SPM) has revolutionized the fields of materials, nano-science, chemistry, and biology, by enabling mapping of surface properties and surface manipulation with atomic precision. However, these achievements require constant human supervision; fully automated SPM has not been accomplished yet. Here we demonstrate an artificial intelligence framework based on machine learning for autonomous SPM operation (DeepSPM). [http://www.nature.com/articles/s42005-020-0317-3 DeepSPM, an autonomous artificial intelligence (AI)-driven scanning probe microscope | A. Krull, P. Hirsch, C. Rother, A. Schiffrin & C. Krull] | ||
http://media.springernature.com/full/springer-static/image/art%3A10.1038%2Fs42005-020-0317-3/MediaObjects/42005_2020_317_Fig1_HTML.png | http://media.springernature.com/full/springer-static/image/art%3A10.1038%2Fs42005-020-0317-3/MediaObjects/42005_2020_317_Fig1_HTML.png | ||
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<youtube>pQg04M4gfAk</youtube> | <youtube>pQg04M4gfAk</youtube> | ||
<youtube>5z7kT92JONE</youtube> | <youtube>5z7kT92JONE</youtube> | ||
Revision as of 00:27, 4 April 2020
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- Case Studies
- Google DeepMind AlphaFold - Protein Folding
Scanning probe microscopy (SPM) has revolutionized the fields of materials, nano-science, chemistry, and biology, by enabling mapping of surface properties and surface manipulation with atomic precision. However, these achievements require constant human supervision; fully automated SPM has not been accomplished yet. Here we demonstrate an artificial intelligence framework based on machine learning for autonomous SPM operation (DeepSPM). DeepSPM, an autonomous artificial intelligence (AI)-driven scanning probe microscope | A. Krull, P. Hirsch, C. Rother, A. Schiffrin & C. Krull
